~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~Hugh~Chen~~~~~~~~~~~~ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ~~~~~~~About~~~~~~~Research~~~~~~~Honors~~~~~~~Misc~~~~~~~



I am interested in ML with societal impact. My work focuses on ML for healthcare applications and on explaining ML models including tree models and deep models. In particular, my algorithm and code for Interventional Tree Explainer is the default method for explaining trees in the popular SHAP repository.

Interventional Tree Explainer article

Contact: hugh.chen1(at)gmail.com

Curriculum Vitae

Google Scholar